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Automation Risk Analysis

Will “Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Obtain credit information from banks and other credit services.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Examine claims forms and other records to determine insurance coverage.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Prepare reports to be submitted to company's data processing department.

  • Attend mediations or trials.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Present cases and participate in their discussion at claim committee meetings.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Report overpayments, underpayments, and other irregularities.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Collect evidence to support contested claims in court.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Confer with legal counsel on claims requiring litigation.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Pay and process claims within designated authority level.

Technologies & Software

  • CCC Pathways Image Management Solution
  • ISO ClaimSearch
  • Microsoft Word
  • Corporate Systems ClaimsPro
  • Medical condition coding software
  • Microsoft Office software
  • LexisNexis RiskWise
  • CAD Zone Insurance
  • Agency Management Systems AMS 360
  • Tableau AI
  • Axonwave Fraud and Abuse Management System
  • Xactware Xactimate
  • Microsoft Copilot
  • CSC Fault Evaluator
  • Gemini for Workspace
  • Datanex ClaimTrac
  • Covansys ClaimConnect
  • Apple Safari
  • Hyland OnBase Enterprise Content Management
  • Insurance claims fraud detection software
  • Grok (xAI)
  • Medical procedure coding software
  • Microsoft Excel
  • DataRobot
  • Perplexity AI
  • Captiva InputAccel
  • Microsoft PowerPoint
  • Qwen (Alibaba)
  • Zoom
  • DeepSeek
  • Clear Technology Tranzax
  • ADP software
  • Microsoft Access
  • Llama (Meta)
  • Tropics Claims Reserve Management
  • CCC Pathways Appraisal Quality Solution
  • Automatic Data Processing Autosource
  • CSC Automated Work Distributor AWD
  • Computerized voice stress analyzer CVSA software
  • Hummingbird Legal Bill Review
  • IBM Fraud and Abuse Management System
  • Claims processing administration and management software
  • CGI INSideOUT
  • QwikQuote software
  • Kimi (Moonshot AI)
  • Bridium Claims 3
  • CCC GuidePost Decision Support
  • MapScenes Evidence Recorder
  • BCCORP W5 for Adjusters
  • PhotoModeler
  • Visual Statement Investigator Suite
  • Injury Sciences EDR InSight
  • CGI-AMS BureauLink Enterprise
  • ISO NetMap for Claims
  • Fair Isaac SmartAdvisor
  • Planful AI
  • Automatic Data Processing Claims Manager & Dispatch
  • Healthcare common procedure coding system HCPCS
  • Napkin AI
  • ARSoftware WinSMAC
  • Simsol for Adjusters
  • Castek Insure3 Claims
  • Brightwork Alyce Claims Systems
  • Turtle Creek Software Goldenseal Architect
  • MapScenes Pro
  • CSC Colossus
  • Document management system software
  • CCC EZNet electronic communications network
  • Bramerhill ClaimsTech
  • Magnify Predictive Targeting System
  • Gemini (Google)
  • Claude (Anthropic)
  • First Notice Systems ClaimCapture
  • StrataCare StrataWare eReview
  • Mistral (Mistral AI)
  • Meta Business AI
  • BCCORP Burkitt W5
  • Alteryx AI
  • AutoClaims Direct DirectLink
  • ChatGPT (OpenAI)
  • Fair Isaac Claims Advisor
  • Business software applications
  • Automatic Data Processing Estimating
  • Microsoft Outlook
  • CCC TL2000 Solution
  • Property damage, bodily injury, and liability estimation software
  • 4n6xprt Systems StiffCalcs
  • Nova (Amazon)
  • Bill review software
  • Microsoft Publisher
  • Mozilla Firefox
  • InSystems Calligo Document Management System
  • Desktop computers
  • Scanners
  • Personal computers
  • Total stations
  • Tablet computers
  • Mobile wireless handheld communication devices
  • Measure markers
  • Notebook computers
  • Data collectors
  • Personal digital assistants PDA
  • Field computers
  • Handheld computers
  • Event data recorders

Alternative Job Titles